{"id":"W4235610169","doi":"10.32920/ryerson.14655072","title":"Sustainable asset and project management","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ontario Centres of Excellence","keywords":"Asset (computer security); Greenhouse gas; Environmental economics; Business; Work (physics); Sustainable development; Natural resource; Fixed asset; Asset management; Finance; Economics; Computer science; Engineering; Production (economics); Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144544,0.0005926868,0.000463912,0.001342035,0.0007348848,0.003116143,0.001215121,0.001121489,0.01499867],"category_scores_gemma":[0.002092193,0.0003077076,0.0006312856,0.001864038,0.0007495589,0.002431304,0.001841458,0.0007818778,0.002514376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966323,"about_ca_system_score_gemma":0.003317945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003641586,"about_ca_topic_score_gemma":0.005461385,"domain_scores_codex":[0.998901,0.0003035963,0.0000603989,0.0001825589,0.0004408009,0.0001115986],"domain_scores_gemma":[0.9994831,0.0001296494,0.00009375306,0.0000775461,0.000150462,0.00006539216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001617222,0.00007128249,0.001205267,0.0002098713,0.00003848253,0.000140673,0.0001378671,0.2277712,0.001180883,0.4874112,0.01579536,0.2660218],"study_design_scores_gemma":[0.0000113675,0.0001027198,0.0009440587,0.0002036114,0.00002098063,0.000239976,0.0003502467,0.4031043,0.001251985,0.3898457,0.2038842,0.00004073956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01588905,0.003485705,0.7852497,0.004072702,0.0003293389,0.0003528585,0.0007034258,0.0003856852,0.1895315],"genre_scores_gemma":[0.4866921,0.01281116,0.2884655,0.0004184872,0.0002109733,0.0006878584,0.001224904,0.0001899161,0.2092991],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01499867,"threshold_uncertainty_score":0.05017555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05688808232340276,"score_gpt":0.3423657228364896,"score_spread":0.2854776405130869,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}